论文标题
在波兰互联网上对COVID-2019 / SARS COV-2的新兴流行的感知
Perception of emergent epidemic of COVID-2019 / SARS CoV-2 on the Polish Internet
论文作者
论文摘要
我们通过2020年1月至12.03.2020（在04.03.2020的正式介绍之前和之后）对互联网上的数字足迹进行定量分析（在Twitter，Google，YouTube，Wikipedia和Electronic Media）（在Twitter，Google，YouTube，Wikipedia和电子媒体上（在Twitter，Google，YouTube，Wikipedia和电子媒体上）（在04.03.2020官方向波兰官方介绍之前和之后））。为此，我们利用数据挖掘，社交网络分析，自然语言处理技术。分析了每个检查的Internet平台，以分析目标群体的代表性和组成。我们确定了有关疾病介绍前Covid-2019的三个临时主要集群：所有平台上与中国和意大利相关的峰以及与最近有关Covid-2019的特殊法律有关的社交媒体的峰值。此外，当波兰政府通过大规模缓解计划宣布反对疾病的战争时，在正式确认引入的当天有兴趣达到顶峰，并呈指数增长。从社会主义的角度来看，我们发现在引入之前占了上风，恐惧和预防的概念和问题。引入后，关于疾病和流行病的实用概念占主导地位。我们发现，Twitter反映了波兰政治领域的结构性划分。我们能够确定统治党，主流反对和新教团体以及潜在错误信息的明确社区。我们还检测到疾病引入后的浓度之间的泛滥边界。
We study the perception of COVID-2019 epidemic in Polish society using quantitative analysis of its digital footprints on the Internet (on Twitter, Google, YouTube, Wikipedia and electronic media represented by Event Registry) from January 2020 to 12.03.2020 (before and after official introduction to Poland on 04.03.2020). To this end we utilize data mining, social network analysis, natural language processing techniques. Each examined internet platform was analyzed for representativeness and composition of the target group. We identified three temporal major cluster of the interest before disease introduction on the topic COVID-2019: China- and Italy-related peaks on all platforms, as well as a peak on social media related to the recent special law on combating COVID-2019. Besides, there was a peak in interest on the day of officially confirmed introduction as well as an exponential increase of interest when the Polish government declared war against disease with a massive mitigation program. From sociolingistic perspective, we found that concepts and issues of threat, fear and prevention prevailed before introduction. After introduction, practical concepts about disease and epidemic dominate. We have found out that Twitter reflected the structural division of the Polish political sphere. We were able to identify clear communities of governing party, mainstream oppostition and protestant group and potential sources of misinformation. We have also detected bluring boundaries between comminities after disease introduction.
